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Inconsistency in statistics: parameters estimation with heteroskedasticity
I want to estimate this model
$$
y_t = a + b x_t + \sigma x_t\epsilon_t
$$
where we have an error with heteroskedasticity (it depends on $x_t$).
Suppose I estimate this model with OLS so, assuming ...
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